Worldclim elevation map#
import pandas as pd
import cartopy.crs as ccrs
import hvplot.xarray
import hvplot.pandas
import xarray as xr
from bokeh.plotting import figure, show, output_notebook
import holoviews as hv
hv.extension('bokeh')
output_notebook()
ds = xr.open_dataarray('wc2.1_10m_elev.tif')
ds = ds.sel(band=1)
dfp = pd.read_csv('occ.csv',index_col=0)
ds.hvplot(x='x',y='y',width=1000,height=500)*dfp.hvplot.scatter(x='lon',y='lat')